Kompresioŋ Audio EnCodec
EnCodec mooy __AIU_PROTECTED_13_ codec audio neuronal bu dëgër biy tënk kàddu ak music ci bitrate yu woyof lool ak kalite buy xëcc formaa yu gëna diis.
Résumé
EnCodec mooy __AIU_PROTECTED_13_ codec audio neuronal bu dëgër biy tënk kàddu ak music ci bitrate yu woyof lool ak kalite buy xëcc formaa yu gëna diis. Dafa am solo ndax dafay jàppale sistem audio yu bees yi ak gaal yi ci forme open-source ngir ku nekk mëna ko jëfandikoo.
EnCodec Audio Compression mingi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
AI moo ko génne ci 2022, EnCodec dafa topp nafar SoundStream bu encodeur, vecteur residuel (RVQ), ak decodeur buñ tàggat ba ci njeexte, waaye dafay yokk yeneen coppite. Dafay jëfandikoo encodeur convolutionnel bu mëna streaming, spectrogram bu bari eskaal ak ñàkka tabaxaat domaine waxtu, ak diskriminatër yuy xeex ngir xam-xam bu baax. Benn ci liñu mëna wax mooy xeetu entropi bu ndaw bu sukkandiko ci Transformer biy gëna kompresse kode quantifié yi te duñu ñàkk, di gëna xëcc ay bit yu bari te du ñàkk benn kalite. EnCodec itam dugal na benn balancer buy scale ci saasi perte yu bari yi ci tàggat yaram ngir ñu mëna des ci seen bopp. Dafay jëfandikoo audio stéréo bu 24 kHz ak 48 kHz, muy dox ci bitrate yu melni 1.5, 3, 6, ak 12 kbps, te su 6 kbps yeggee ci kalite bu méngoo ak MP3 ci 64 kbps. Jeton yi dañuy dooleel MusicGen ak AudioGen.
Gis-gis xarala
Encodeur bu EnCodec dafay wàññi forme onde bi ci ay convolution yu jaar yoon ci benn rang bu nëbbu, bi RVQ di soppi ci indices codebook yuñ dajale. Benn xeetu làkku Transformer bu woyof dafay wax luy waaja xew ci jeton yii, ba noppi kode leen ci xayma, ba noppi delloosi kompresioŋ bu bees te doo fay. Equilibreur biy tàggat dafay baaxal gradient yi ci tabaxaat, spectral, ak perte adversarial suko defee benn terme du ëpp doole, loolu mooy tax tàggat yu bari-objectif nekk stabil ci bitrate bi yépp.
Xam kompresioŋ audio EnCodec
Ngir gëna am xam-xam bu xóot, jàppal EnCodec Audio Compression ni xeetu liggéey, du benn man-man. Mandargal njariñ yi nga bëgg, leeral li nga xalaat, ba noppi tàqale li sistem bi mëna def ci anam wu wóor ak liy laaj ba leegi àtteb kàngam.
Ci jëf, ekip yu am doole yiy jëfandikoo EnCodec Audio Compression dañuy jàppee kalite, yeexal, ak nangu ni cër yu am solo ci pexem dugal. Dañuy bind kritër yu leer ngir am ndam, natt leen ci done yu dëggu ak def liggéey, ba noppi ñu baamtu ci anamu ñàkka mëna seetlu, du ci benn yoon benchmark wins. Mooy barab bi xam-xam theorie bi di soppiku nekk kàttan buy yàgg ci produit yi, ci politik yi ak ci liggéey yi.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jamano jooju, risku jëfandikoo Baat bu baaxul ak niru ak nit dafay gëna yokk sudee nanguwul. Xeetu jëf bi gëna dëgër mooy boole gaawaayu jàngat ak disipline nguur: doxal pilote, jàpp firnde, siiwal dogal yi, ak wéy di yeesal kaaraange gi ci anam wi ñuy doxalee, li jëfandikukat bi di xaar, ak sàrti sàrt yi di jëm kanam.
njeextalu pexe
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Doxal ci àdduna dëgg
AIU_PROTECTED_13_'s MusicGen ak AudioGen defarkatu bind-ci-audio
Dajale kàddu 24 kHz ba 1.5-6 kbps ngir joxe xibaar bu yam ci yaatuwaayu band
Kodage music stéréo 48 kHz ak kalite bu jege MP3 ci bitrate yu gëna kawe
Liggéey ni codec drop-in bu ubbeeku ngir gëstu ak pipeline ML audio jaaraleko ci checkpoint yiñ génne
Modèlu jëfandikoo
Kompresioŋ Audio EnCodec ci jëf
Tokenise audio ngir MusicGen ak AudioGen defarkatu bind-ci-audio.
Ekip yi dañuy faral di am njariñ yu gëna baax suñu tëralee ay threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp benefiis yi ak njëgu njuumte yi ci diir bi.
Kompresioŋ Audio EnCodec ci jëf
Komprime kàddu 24 kHz ba 1.5-6 kbps ngir joxe xibaar bu yam ci yaatuwaayu band bi.
Ekip yi dañuy faral di am njariñ yu gëna baax suñu tëralee ay threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp benefiis yi ak njëgu njuumte yi ci diir bi.
Kompresioŋ Audio EnCodec ci jëf
Kodage music stéréo 48 kHz ak kalite bu jege MP3 ci bitrate yu gëna kawe.
Ekip yi dañuy faral di am njariñ yu gëna baax suñu tëralee ay threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp benefiis yi ak njëgu njuumte yi ci diir bi.
Kompresioŋ Audio EnCodec ci jëf
Dafay liggéey ni codec drop-in bu ubbeeku ngir gëstu ak pipeline ML audio jaaraleko ci checkpoint yiñ génne.
Ekip yi dañuy faral di am njariñ yu gëna baax suñu tëralee ay threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp benefiis yi ak njëgu njuumte yi ci diir bi.
Risk yi ak balustrade yi
Jëfandikoo baat ci anam wu jaarul yoon ak niru ak nit dafay gëna yokk sudee nanguwul.
Jaar-jaar mën na wàññeeku ci aksan yi, dialect yi wala barab yu bari xumbaay.
Audio synthetik mën nañu ko jaawale ak wax ju dëggu sudee amul etiket bu leer.
Roadmap ngir samp gi
Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko.
Jàppaleel lii ni buntu firnde: sudee mattul kritër yi, dakkal génne gi, tëj bërëb bi, suko defee nga yaatal jëfandikoo gi.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Jàppaleel lii ni buntu firnde: sudee mattul kritër yi, dakkal génne gi, tëj bërëb bi, suko defee nga yaatal jëfandikoo gi.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Jàppaleel lii ni buntu firnde: sudee mattul kritër yi, dakkal génne gi, tëj bërëb bi, suko defee nga yaatal jëfandikoo gi.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Jàppaleel lii ni buntu firnde: sudee mattul kritër yi, dakkal génne gi, tëj bërëb bi, suko defee nga yaatal jëfandikoo gi.
Weyal di banneexu
Check your understanding
Test yourself: take the EnCodec Audio Compression quiz